Microsoft is calling for a rethink of cloud operations as autonomous agents become part of modern software stacks. The company says operators now have to monitor systems that not only scale quickly, but also make decisions and interact across wider networks of services.
That raises the bar for observability. Traditional logs, metrics, and traces still matter, but teams also need context about agent decisions, tool use, and cross-system behavior if they want to debug incidents before they cascade.
The post reflects a broader enterprise concern: AI agents are becoming operational components, not just user-facing assistants, and they need production-grade controls.